Functions to fit time-varying coefficient models for interval censored and right censored survival data. Three major approaches are implemented: 1) Bayesian Cox model with time-independent, time-varying or dynamic coefficients for right censored and interval censored data; 2) Spline based time-varying coefficient Cox model for right censored data; 3) Transformation model with time-varying coefficients for right censored data using estimating equations.
Version: | 0.2-2 |
Depends: | R (≥ 3.0.2), survival |
Imports: | methods, reshape, plyr, nleqslv, ggplot2, grid |
LinkingTo: | BH (≥ 1.54.0-2) |
Published: | 2014-05-01 |
Author: | Xiaojing Wang, Jun Yan, and Ming-Hui Chen |
Maintainer: | Jun Yan <jun.yan at uconn.edu> |
License: | GPL (≥ 3) |
NeedsCompilation: | yes |
Materials: | ChangeLog |
In views: | Survival |
CRAN checks: | dynsurv results |
Reference manual: | dynsurv.pdf |
Package source: | dynsurv_0.2-2.tar.gz |
Windows binaries: | r-devel: dynsurv_0.2-2.zip, r-release: dynsurv_0.2-2.zip, r-oldrel: dynsurv_0.2-2.zip |
OS X Snow Leopard binaries: | r-release: dynsurv_0.2-2.tgz, r-oldrel: dynsurv_0.2-2.tgz |
OS X Mavericks binaries: | r-release: dynsurv_0.2-2.tgz |
Old sources: | dynsurv archive |